Clément Pealat

According to our database, Clément Pealat authored at least 5 papers between 2019 and 2023.

Collaborative distances:

• Dijkstra number of six.
• Erdős number of five.

2023

Using a manifold-based approach to extract clinical codes associated with winter respiratory viruses at an emergency department.

Clément Pealat, Guillaume Bouleux, Vincent Cheutet, Maxime Maignan, Luc Provoost, Sylvie Pillet, Olivier Mory

Expert Syst. Appl., November, 2023

2022

Modélisation du flux de patients aux urgences liés aux maladies respiratoires par analyse géométrique de séries temporelles. (Modeling emergency room patient flow related to respiratory diseases by geometric time series analysis).

Clément Pealat

PhD thesis, 2022

Improved time series clustering based on new geometric frameworks.

Clément Pealat, Guillaume Bouleux, Vincent Cheutet

Pattern Recognit., 2022

2020

Improved Time-Series Clustering with UMAP dimension reduction method.

Clément Pealat, Guillaume Bouleux, Vincent Cheutet

Proceedings of the 25th International Conference on Pattern Recognition, 2020

2019

Extracting Most Impacting Emergency Department Patient Flow By Embedding Laboratory-confirmed and Clinical Diagnosis on The Stiefel Manifold.

Clément Pealat, Guillaume Bouleux, Vincent Cheutet

Proceedings of the 2019 IEEE EMBS International Conference on Biomedical & Health Informatics, 2019